Overview

Dataset statistics

Number of variables42
Number of observations167
Missing cells3751
Missing cells (%)53.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory54.9 KiB
Average record size in memory336.8 B

Variable types

NUM36
CAT5
BOOL1

Reproduction

Analysis started2020-03-23 00:55:59.426460
Analysis finished2020-03-23 01:00:54.012417
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
25 is highly correlated with 24 and 5 other fieldsHigh Correlation
24 is highly correlated with 25 and 5 other fieldsHigh Correlation
33 is highly correlated with 32 and 5 other fieldsHigh Correlation
32 is highly correlated with 33 and 5 other fieldsHigh Correlation
35 is highly correlated with 18 and 6 other fieldsHigh Correlation
18 is highly correlated with 35 and 5 other fieldsHigh Correlation
36 is highly correlated with 8 and 7 other fieldsHigh Correlation
8 is highly correlated with 36 and 5 other fieldsHigh Correlation
34 is highly correlated with 36 and 5 other fieldsHigh Correlation
37 is highly correlated with 0 and 40 other fieldsHigh Correlation
0 is highly correlated with 37 and 4 other fieldsHigh Correlation
1 is highly correlated with 37 and 4 other fieldsHigh Correlation
2 is highly correlated with 37 and 4 other fieldsHigh Correlation
3 is highly correlated with 37 and 4 other fieldsHigh Correlation
4 is highly correlated with 37 and 4 other fieldsHigh Correlation
5 is highly correlated with 37 and 4 other fieldsHigh Correlation
6 is highly correlated with 37 and 4 other fieldsHigh Correlation
7 is highly correlated with 37 and 4 other fieldsHigh Correlation
9 is highly correlated with 37 and 4 other fieldsHigh Correlation
10 is highly correlated with 37 and 4 other fieldsHigh Correlation
11 is highly correlated with 37 and 4 other fieldsHigh Correlation
12 is highly correlated with 37 and 4 other fieldsHigh Correlation
13 is highly correlated with 37 and 4 other fieldsHigh Correlation
14 is highly correlated with 37 and 4 other fieldsHigh Correlation
15 is highly correlated with 37 and 4 other fieldsHigh Correlation
16 is highly correlated with 37 and 4 other fieldsHigh Correlation
17 is highly correlated with 37 and 4 other fieldsHigh Correlation
19 is highly correlated with 37 and 4 other fieldsHigh Correlation
20 is highly correlated with 37 and 4 other fieldsHigh Correlation
21 is highly correlated with 37 and 4 other fieldsHigh Correlation
22 is highly correlated with 37 and 4 other fieldsHigh Correlation
23 is highly correlated with 37 and 4 other fieldsHigh Correlation
26 is highly correlated with 37 and 4 other fieldsHigh Correlation
27 is highly correlated with 37 and 4 other fieldsHigh Correlation
28 is highly correlated with 37 and 4 other fieldsHigh Correlation
29 is highly correlated with 37 and 4 other fieldsHigh Correlation
30 is highly correlated with 37 and 4 other fieldsHigh Correlation
31 is highly correlated with 37 and 4 other fieldsHigh Correlation
38 is highly correlated with 0 and 40 other fieldsHigh Correlation
39 is highly correlated with 0 and 40 other fieldsHigh Correlation
40 is highly correlated with 0 and 40 other fieldsHigh Correlation
41 is highly correlated with 0 and 40 other fieldsHigh Correlation
8 has 2 (1.2%) missing values Missing
9 has 3 (1.8%) missing values Missing
10 has 6 (3.6%) missing values Missing
11 has 15 (9.0%) missing values Missing
12 has 26 (15.6%) missing values Missing
13 has 40 (24.0%) missing values Missing
14 has 53 (31.7%) missing values Missing
15 has 63 (37.7%) missing values Missing
16 has 69 (41.3%) missing values Missing
17 has 75 (44.9%) missing values Missing
18 has 82 (49.1%) missing values Missing
19 has 90 (53.9%) missing values Missing
20 has 101 (60.5%) missing values Missing
21 has 108 (64.7%) missing values Missing
22 has 116 (69.5%) missing values Missing
23 has 119 (71.3%) missing values Missing
24 has 129 (77.2%) missing values Missing
25 has 132 (79.0%) missing values Missing
26 has 138 (82.6%) missing values Missing
27 has 140 (83.8%) missing values Missing
28 has 145 (86.8%) missing values Missing
29 has 150 (89.8%) missing values Missing
30 has 156 (93.4%) missing values Missing
31 has 157 (94.0%) missing values Missing
32 has 158 (94.6%) missing values Missing
33 has 160 (95.8%) missing values Missing
34 has 161 (96.4%) missing values Missing
35 has 161 (96.4%) missing values Missing
36 has 163 (97.6%) missing values Missing
37 has 165 (98.8%) missing values Missing
38 has 165 (98.8%) missing values Missing
39 has 165 (98.8%) missing values Missing
40 has 165 (98.8%) missing values Missing
41 has 165 (98.8%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.19918189884079174
Minimum-4.496242914285714
Maximum4.584175785714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.496242914
5-th percentile-2.092904102
Q1-0.8061114809
median-0.2365671357
Q30.3763820093
95-th percentile2.085074979
Maximum4.584175786
Range9.0804187
Interquartile range (IQR)1.18249349

Descriptive statistics

Standard deviation1.334691145
Coefficient of variation (CV)-6.700865657
Kurtosis2.572793237
Mean-0.1991818988
Median Absolute Deviation (MAD)0.9327840094
Skewness0.6307372619
Sum-33.06419521
Variance1.781400454
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.450433107 1 0.6%
 
-1.248035529 1 0.6%
 
-0.5594796494 1 0.6%
 
0.254347 1 0.6%
 
0.2242179429 1 0.6%
 
-0.40231445 1 0.6%
 
-0.06221153571 1 0.6%
 
-0.4968030507 1 0.6%
 
2.213997757 1 0.6%
 
3.4786912 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-4.496242914 1 0.6%
 
-3.622928729 1 0.6%
 
-3.465549943 1 0.6%
 
-2.630157057 1 0.6%
 
-2.549368793 1 0.6%
 
ValueCountFrequency (%) 
4.584175786 1 0.6%
 
4.433447471 1 0.6%
 
4.252708193 1 0.6%
 
3.4786912 1 0.6%
 
3.436811371 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.20763606425086056
Minimum-3.6389341142857146
Maximum4.155597607142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.638934114
5-th percentile-2.147583744
Q1-0.8270125725
median-0.2184140464
Q30.3681612929
95-th percentile1.521749544
Maximum4.155597607
Range7.794531721
Interquartile range (IQR)1.195173865

Descriptive statistics

Standard deviation1.129492504
Coefficient of variation (CV)-5.43977034
Kurtosis2.020505471
Mean-0.2076360643
Median Absolute Deviation (MAD)0.8130160204
Skewness0.006936535889
Sum-34.46758667
Variance1.275753316
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.437366086 1 0.6%
 
-2.463195501 1 0.6%
 
-0.4713223571 1 0.6%
 
-0.6404897286 1 0.6%
 
1.916821234 1 0.6%
 
-0.3920749929 1 0.6%
 
0.7240919786 1 0.6%
 
-0.393942625 1 0.6%
 
-2.275419686 1 0.6%
 
-1.094855379 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.638934114 1 0.6%
 
-3.637108371 1 0.6%
 
-3.4835564 1 0.6%
 
-2.888704379 1 0.6%
 
-2.624274786 1 0.6%
 
ValueCountFrequency (%) 
4.155597607 1 0.6%
 
2.988157514 1 0.6%
 
2.339070043 1 0.6%
 
2.319116636 1 0.6%
 
1.916821234 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.1748607221863167
Minimum-3.6357608357142857
Maximum5.1110794492857154
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.635760836
5-th percentile-2.047630184
Q1-0.6395805232
median-0.1157852393
Q30.3387590989
95-th percentile1.292451746
Maximum5.111079449
Range8.746840285
Interquartile range (IQR)0.9783396221

Descriptive statistics

Standard deviation1.090986058
Coefficient of variation (CV)-6.239171638
Kurtosis3.86823963
Mean-0.1748607222
Median Absolute Deviation (MAD)0.7647550031
Skewness0.1994565726
Sum-29.02687988
Variance1.19025058
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.18389233 1 0.6%
 
-0.4839118929 1 0.6%
 
1.124950136 1 0.6%
 
-0.9886383914 1 0.6%
 
-0.3997467929 1 0.6%
 
0.1494489443 1 0.6%
 
-0.2966025 1 0.6%
 
0.7378038557 1 0.6%
 
-2.010985307 1 0.6%
 
-0.4933534357 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.635760836 1 0.6%
 
-3.48694615 1 0.6%
 
-3.069924564 1 0.6%
 
-2.901895321 1 0.6%
 
-2.650563943 1 0.6%
 
ValueCountFrequency (%) 
5.111079449 1 0.6%
 
2.933781764 1 0.6%
 
2.335732943 1 0.6%
 
1.842681771 1 0.6%
 
1.687765564 1 0.6%
 

3
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.13366303169664373
Minimum-3.8981468428571433
Maximum4.590161214285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.898146843
5-th percentile-2.306372812
Q1-0.6108246804
median-0.09815872143
Q30.3347701429
95-th percentile1.462129452
Maximum4.590161214
Range8.488308057
Interquartile range (IQR)0.9455948232

Descriptive statistics

Standard deviation1.122596388
Coefficient of variation (CV)-8.398705118
Kurtosis3.227696004
Mean-0.1336630317
Median Absolute Deviation (MAD)0.767945418
Skewness0.07946966761
Sum-22.18806326
Variance1.260222651
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.930068929 1 0.6%
 
-0.3471264964 1 0.6%
 
-0.1068612211 1 0.6%
 
0.08870002143 1 0.6%
 
0.7262197493 1 0.6%
 
0.5969904714 1 0.6%
 
-0.6460843643 1 0.6%
 
0.07590462929 1 0.6%
 
-0.4947123571 1 0.6%
 
-0.0003629428571 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.898146843 1 0.6%
 
-3.563799674 1 0.6%
 
-3.187273471 1 0.6%
 
-2.733350064 1 0.6%
 
-2.677248857 1 0.6%
 
ValueCountFrequency (%) 
4.590161214 1 0.6%
 
3.434064143 1 0.6%
 
3.0466321 1 0.6%
 
2.328094092 1 0.6%
 
1.991271729 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.052942415467969024
Minimum-3.3876531785714272
Maximum4.0077704
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.387653179
5-th percentile-1.700373412
Q1-0.5772030089
median-0.07391944286
Q30.4310095402
95-th percentile1.848192616
Maximum4.0077704
Range7.395423579
Interquartile range (IQR)1.008212549

Descriptive statistics

Standard deviation1.087537892
Coefficient of variation (CV)-20.54190167
Kurtosis2.68078932
Mean-0.05294241547
Median Absolute Deviation (MAD)0.7548854002
Skewness0.3327792048
Sum-8.788440968
Variance1.182738668
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5587608143 1 0.6%
 
-0.5646899929 1 0.6%
 
-0.3634130071 1 0.6%
 
0.3326907143 1 0.6%
 
0.9688478071 1 0.6%
 
0.07860167143 1 0.6%
 
0.5385401929 1 0.6%
 
-0.4164962286 1 0.6%
 
-0.1898715357 1 0.6%
 
1.010489686 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.387653179 1 0.6%
 
-3.285288286 1 0.6%
 
-3.187232314 1 0.6%
 
-2.903329443 1 0.6%
 
-2.23864065 1 0.6%
 
ValueCountFrequency (%) 
4.0077704 1 0.6%
 
3.538452914 1 0.6%
 
3.16139005 1 0.6%
 
2.744476729 1 0.6%
 
2.457054652 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.08010947777861448
Minimum-2.697017025714286
Maximum4.101522264285715
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.697017026
5-th percentile-1.440903884
Q1-0.5465735345
median0.01509296429
Q30.4912878309
95-th percentile2.364830054
Maximum4.101522264
Range6.79853929
Interquartile range (IQR)1.037861365

Descriptive statistics

Standard deviation1.075390796
Coefficient of variation (CV)13.42401455
Kurtosis2.247008357
Mean0.08010947778
Median Absolute Deviation (MAD)0.7475055734
Skewness0.8623234587
Sum13.29817331
Variance1.156465363
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8636670814 1 0.6%
 
-0.08613258571 1 0.6%
 
0.1804595643 1 0.6%
 
-1.29115635 1 0.6%
 
-1.075702221 1 0.6%
 
-1.453814273 1 0.6%
 
0.8888796786 1 0.6%
 
-0.7209858357 1 0.6%
 
-0.004406014286 1 0.6%
 
0.3730143929 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.697017026 1 0.6%
 
-2.612989514 1 0.6%
 
-2.1163723 1 0.6%
 
-1.953937224 1 0.6%
 
-1.842711622 1 0.6%
 
ValueCountFrequency (%) 
4.101522264 1 0.6%
 
3.496947571 1 0.6%
 
3.161694571 1 0.6%
 
3.054033286 1 0.6%
 
3.033269286 1 0.6%
 

6
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.1402191320034423
Minimum-4.531409042857143
Maximum5.408927212142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.531409043
5-th percentile-1.203409852
Q1-0.43944186
median0.02550877071
Q30.5240982589
95-th percentile2.354597314
Maximum5.408927212
Range9.940336255
Interquartile range (IQR)0.9635401189

Descriptive statistics

Standard deviation1.199721004
Coefficient of variation (CV)8.556043582
Kurtosis5.610165304
Mean0.140219132
Median Absolute Deviation (MAD)0.7751219476
Skewness1.308895891
Sum23.27637591
Variance1.439330488
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6959686214 1 0.6%
 
1.253727564 1 0.6%
 
0.58235355 1 0.6%
 
0.47919265 1 0.6%
 
-0.6690553929 1 0.6%
 
0.3388783786 1 0.6%
 
0.2060375643 1 0.6%
 
-0.3612343893 1 0.6%
 
-0.8333871671 1 0.6%
 
-0.9063779 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-4.531409043 1 0.6%
 
-2.534203907 1 0.6%
 
-1.830905093 1 0.6%
 
-1.493997079 1 0.6%
 
-1.483761436 1 0.6%
 
ValueCountFrequency (%) 
5.408927212 1 0.6%
 
4.648380436 1 0.6%
 
4.215912543 1 0.6%
 
4.164022532 1 0.6%
 
4.009953571 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.1494299989842513
Minimum-2.295644678571428
Maximum6.414707735714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.295644679
5-th percentile-1.314921913
Q1-0.4861183793
median-0.09183371429
Q30.4889381418
95-th percentile2.379180515
Maximum6.414707736
Range8.710352414
Interquartile range (IQR)0.9750565211

Descriptive statistics

Standard deviation1.190185815
Coefficient of variation (CV)7.964838542
Kurtosis5.953829195
Mean0.149429999
Median Absolute Deviation (MAD)0.8073434708
Skewness1.795442995
Sum24.80537983
Variance1.416542275
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3493135257 1 0.6%
 
6.414707736 1 0.6%
 
-1.185623107 1 0.6%
 
-0.8619717143 1 0.6%
 
0.3118354429 1 0.6%
 
0.5352344357 1 0.6%
 
-0.5915378793 1 0.6%
 
0.7924125857 1 0.6%
 
0.1962641357 1 0.6%
 
1.5608219 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.295644679 1 0.6%
 
-2.236284929 1 0.6%
 
-2.208834929 1 0.6%
 
-1.852212836 1 0.6%
 
-1.629547307 1 0.6%
 
ValueCountFrequency (%) 
6.414707736 1 0.6%
 
4.374643743 1 0.6%
 
4.1352506 1 0.6%
 
3.77216991 1 0.6%
 
3.718612986 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count165
Unique (%)100.0%
Missing2
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean0.15137114149740266
Minimum-2.946366621428571
Maximum5.3776847071428575
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.946366621
5-th percentile-1.350850347
Q1-0.4568523079
median0.05881534286
Q30.4908498357
95-th percentile2.315167441
Maximum5.377684707
Range8.324051329
Interquartile range (IQR)0.9477021436

Descriptive statistics

Standard deviation1.094872854
Coefficient of variation (CV)7.233035595
Kurtosis3.59201981
Mean0.1513711415
Median Absolute Deviation (MAD)0.7485392558
Skewness1.011518441
Sum24.97623835
Variance1.198746567
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1005195386 1 0.6%
 
2.115979959 1 0.6%
 
0.3998307714 1 0.6%
 
-1.035484907 1 0.6%
 
0.2240733143 1 0.6%
 
-0.5389454071 1 0.6%
 
2.550536957 1 0.6%
 
-0.09225367143 1 0.6%
 
-0.3567289714 1 0.6%
 
-0.2740196786 1 0.6%
 
Other values (155) 155 92.8%
 
(Missing) 2 1.2%
 
ValueCountFrequency (%) 
-2.946366621 1 0.6%
 
-2.517791436 1 0.6%
 
-2.417122464 1 0.6%
 
-1.889024002 1 0.6%
 
-1.789773457 1 0.6%
 
ValueCountFrequency (%) 
5.377684707 1 0.6%
 
3.127037469 1 0.6%
 
3.121005929 1 0.6%
 
3.049073993 1 0.6%
 
2.7295885 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count164
Unique (%)100.0%
Missing3
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean0.18866253485496512
Minimum-2.161349517857143
Maximum4.047280857142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.161349518
5-th percentile-1.397415438
Q1-0.4747688139
median-0.02378890036
Q30.6076748341
95-th percentile2.501048443
Maximum4.047280857
Range6.208630375
Interquartile range (IQR)1.082443648

Descriptive statistics

Standard deviation1.099942289
Coefficient of variation (CV)5.830210484
Kurtosis1.655288882
Mean0.1886625349
Median Absolute Deviation (MAD)0.8038376102
Skewness0.9697775608
Sum30.94065572
Variance1.209873038
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2495254593 1 0.6%
 
-0.9969568474 1 0.6%
 
-0.7033540857 1 0.6%
 
0.02301496429 1 0.6%
 
0.2410133307 1 0.6%
 
1.73712745 1 0.6%
 
0.4200475643 1 0.6%
 
-0.128968955 1 0.6%
 
0.8490408786 1 0.6%
 
-1.1058722 1 0.6%
 
Other values (154) 154 92.2%
 
(Missing) 3 1.8%
 
ValueCountFrequency (%) 
-2.161349518 1 0.6%
 
-2.082690165 1 0.6%
 
-1.849537964 1 0.6%
 
-1.822324607 1 0.6%
 
-1.767148993 1 0.6%
 
ValueCountFrequency (%) 
4.047280857 1 0.6%
 
3.943045829 1 0.6%
 
3.420003479 1 0.6%
 
3.131751546 1 0.6%
 
2.779226786 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count161
Unique (%)100.0%
Missing6
Missing (%)3.6%
Infinite0
Infinite (%)0.0%
Mean0.1467522028708962
Minimum-2.3990703428571427
Maximum5.107354178571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.399070343
5-th percentile-1.623261114
Q1-0.5727326571
median0.0036804745
Q30.5421163214
95-th percentile2.098191389
Maximum5.107354179
Range7.506424521
Interquartile range (IQR)1.114848979

Descriptive statistics

Standard deviation1.213542696
Coefficient of variation (CV)8.269332063
Kurtosis3.932467695
Mean0.1467522029
Median Absolute Deviation (MAD)0.8407821558
Skewness1.425144294
Sum23.62710466
Variance1.472685876
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2389524929 1 0.6%
 
-1.731079371 1 0.6%
 
-1.892601114 1 0.6%
 
-0.6265218343 1 0.6%
 
-0.08113205 1 0.6%
 
1.296095821 1 0.6%
 
-0.6400395286 1 0.6%
 
-0.8390431564 1 0.6%
 
-0.3161720457 1 0.6%
 
-0.7839484214 1 0.6%
 
Other values (151) 151 90.4%
 
(Missing) 6 3.6%
 
ValueCountFrequency (%) 
-2.399070343 1 0.6%
 
-2.2148316 1 0.6%
 
-2.110459186 1 0.6%
 
-1.892601114 1 0.6%
 
-1.891735114 1 0.6%
 
ValueCountFrequency (%) 
5.107354179 1 0.6%
 
4.732909243 1 0.6%
 
4.702608936 1 0.6%
 
4.188843864 1 0.6%
 
3.591736636 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count152
Unique (%)100.0%
Missing15
Missing (%)9.0%
Infinite0
Infinite (%)0.0%
Mean-0.0821053365855263
Minimum-5.501779131714286
Maximum4.436835042857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.501779132
5-th percentile-1.694571372
Q1-0.8121612666
median-0.1253167193
Q30.3785617714
95-th percentile2.438012974
Maximum4.436835043
Range9.938614175
Interquartile range (IQR)1.190723038

Descriptive statistics

Standard deviation1.29431842
Coefficient of variation (CV)-15.7641205
Kurtosis3.045658768
Mean-0.08210533659
Median Absolute Deviation (MAD)0.8923339653
Skewness0.2098326464
Sum-12.48001116
Variance1.675260172
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8139647643 1 0.6%
 
0.03010992786 1 0.6%
 
0.5362602171 1 0.6%
 
0.4248939514 1 0.6%
 
0.1101576286 1 0.6%
 
-0.3489767571 1 0.6%
 
-0.7949581571 1 0.6%
 
-0.02026897643 1 0.6%
 
-0.2102038 1 0.6%
 
-0.8985166143 1 0.6%
 
Other values (142) 142 85.0%
 
(Missing) 15 9.0%
 
ValueCountFrequency (%) 
-5.501779132 1 0.6%
 
-3.646641676 1 0.6%
 
-3.112856557 1 0.6%
 
-2.398881006 1 0.6%
 
-2.366999771 1 0.6%
 
ValueCountFrequency (%) 
4.436835043 1 0.6%
 
3.620695714 1 0.6%
 
3.149576571 1 0.6%
 
3.024593464 1 0.6%
 
2.975654943 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count141
Unique (%)100.0%
Missing26
Missing (%)15.6%
Infinite0
Infinite (%)0.0%
Mean-0.19402645565871326
Minimum-6.212779485714286
Maximum2.78119935
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-6.212779486
5-th percentile-2.137927379
Q1-0.77480635
median-0.1638234857
Q30.4090288929
95-th percentile1.531909821
Maximum2.78119935
Range8.993978836
Interquartile range (IQR)1.183835243

Descriptive statistics

Standard deviation1.1864189
Coefficient of variation (CV)-6.114727479
Kurtosis5.047966465
Mean-0.1940264557
Median Absolute Deviation (MAD)0.820942853
Skewness-1.178600712
Sum-27.35773025
Variance1.407589807
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.50575215 1 0.6%
 
-0.77480635 1 0.6%
 
-0.7811160429 1 0.6%
 
0.1766071786 1 0.6%
 
0.3064233714 1 0.6%
 
-0.2334680714 1 0.6%
 
0.335833 1 0.6%
 
1.076427424 1 0.6%
 
-0.2782513143 1 0.6%
 
0.2366928071 1 0.6%
 
Other values (131) 131 78.4%
 
(Missing) 26 15.6%
 
ValueCountFrequency (%) 
-6.212779486 1 0.6%
 
-4.077027543 1 0.6%
 
-3.189769314 1 0.6%
 
-3.061883429 1 0.6%
 
-2.80216585 1 0.6%
 
ValueCountFrequency (%) 
2.78119935 1 0.6%
 
2.592993401 1 0.6%
 
2.386618621 1 0.6%
 
1.922132971 1 0.6%
 
1.903013179 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count127
Unique (%)100.0%
Missing40
Missing (%)24.0%
Infinite0
Infinite (%)0.0%
Mean-0.1561722529341957
Minimum-5.463481428571428
Maximum3.6248410000000004
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.463481429
5-th percentile-2.232964351
Q1-0.7711408393
median-0.1539043
Q30.6031722964
95-th percentile1.806845671
Maximum3.624841
Range9.088322429
Interquartile range (IQR)1.374313136

Descriptive statistics

Standard deviation1.336898403
Coefficient of variation (CV)-8.560409281
Kurtosis2.890568653
Mean-0.1561722529
Median Absolute Deviation (MAD)0.9550028646
Skewness-0.6965104783
Sum-19.83387612
Variance1.787297341
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.428264744 1 0.6%
 
-0.4121882571 1 0.6%
 
0.08028051429 1 0.6%
 
-1.0570281 1 0.6%
 
0.8719804286 1 0.6%
 
-0.01425278071 1 0.6%
 
1.590511771 1 0.6%
 
-1.321636457 1 0.6%
 
-0.2630338436 1 0.6%
 
-0.9500564286 1 0.6%
 
Other values (117) 117 70.1%
 
(Missing) 40 24.0%
 
ValueCountFrequency (%) 
-5.463481429 1 0.6%
 
-5.104331214 1 0.6%
 
-3.403366671 1 0.6%
 
-2.84616405 1 0.6%
 
-2.718411214 1 0.6%
 
ValueCountFrequency (%) 
3.624841 1 0.6%
 
2.938415179 1 0.6%
 
2.493517621 1 0.6%
 
2.470158 1 0.6%
 
2.317851292 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count114
Unique (%)100.0%
Missing53
Missing (%)31.7%
Infinite0
Infinite (%)0.0%
Mean-0.1727411280056391
Minimum-3.4621544285714285
Maximum2.748719892857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.462154429
5-th percentile-2.098348223
Q1-0.7170215161
median-0.1447646214
Q30.4495739679
95-th percentile1.704854398
Maximum2.748719893
Range6.210874321
Interquartile range (IQR)1.166595484

Descriptive statistics

Standard deviation1.15827685
Coefficient of variation (CV)-6.705275482
Kurtosis0.4152248843
Mean-0.172741128
Median Absolute Deviation (MAD)0.8617513691
Skewness-0.1058472944
Sum-19.69248859
Variance1.341605262
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.02280765929 1 0.6%
 
-1.769911457 1 0.6%
 
-1.132932214 1 0.6%
 
-0.8607085143 1 0.6%
 
0.4664263521 1 0.6%
 
1.229006169 1 0.6%
 
-1.141777192 1 0.6%
 
-0.55579595 1 0.6%
 
0.5443200214 1 0.6%
 
0.09385243571 1 0.6%
 
Other values (104) 104 62.3%
 
(Missing) 53 31.7%
 
ValueCountFrequency (%) 
-3.462154429 1 0.6%
 
-3.048831714 1 0.6%
 
-2.479225443 1 0.6%
 
-2.467774871 1 0.6%
 
-2.388289479 1 0.6%
 
ValueCountFrequency (%) 
2.748719893 1 0.6%
 
2.679053936 1 0.6%
 
2.289282986 1 0.6%
 
1.98930455 1 0.6%
 
1.817042211 1 0.6%
 

15
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count104
Unique (%)100.0%
Missing63
Missing (%)37.7%
Infinite0
Infinite (%)0.0%
Mean-0.24355930989423077
Minimum-3.398867142857142
Maximum2.8459410214285716
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.398867143
5-th percentile-2.250017328
Q1-0.7735078179
median-0.2078720143
Q30.4199049071
95-th percentile1.354898209
Maximum2.845941021
Range6.244808164
Interquartile range (IQR)1.193412725

Descriptive statistics

Standard deviation1.079513115
Coefficient of variation (CV)-4.432239177
Kurtosis1.219853651
Mean-0.2435593099
Median Absolute Deviation (MAD)0.790290423
Skewness-0.2686848815
Sum-25.33016823
Variance1.165348566
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.02656265 1 0.6%
 
0.5544032714 1 0.6%
 
-1.640130071 1 0.6%
 
-0.1716274786 1 0.6%
 
-0.7651387279 1 0.6%
 
-1.310208618 1 0.6%
 
-1.119611864 1 0.6%
 
2.496888219 1 0.6%
 
-0.7682372714 1 0.6%
 
0.5391013714 1 0.6%
 
Other values (94) 94 56.3%
 
(Missing) 63 37.7%
 
ValueCountFrequency (%) 
-3.398867143 1 0.6%
 
-3.144714143 1 0.6%
 
-2.758715321 1 0.6%
 
-2.711952543 1 0.6%
 
-2.554257571 1 0.6%
 
ValueCountFrequency (%) 
2.845941021 1 0.6%
 
2.496888219 1 0.6%
 
2.262375264 1 0.6%
 
1.457483566 1 0.6%
 
1.414024857 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count98
Unique (%)100.0%
Missing69
Missing (%)41.3%
Infinite0
Infinite (%)0.0%
Mean-0.1360566122290525
Minimum-2.9940922714285714
Maximum2.2660834357142856
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.994092271
5-th percentile-2.171282814
Q1-0.6664884411
median-0.07448269286
Q30.5142172643
95-th percentile1.550476318
Maximum2.266083436
Range5.260175707
Interquartile range (IQR)1.180705705

Descriptive statistics

Standard deviation1.044301393
Coefficient of variation (CV)-7.675491663
Kurtosis0.3034835094
Mean-0.1360566122
Median Absolute Deviation (MAD)0.8046372061
Skewness-0.1950016464
Sum-13.333548
Variance1.090565399
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.267494286 1 0.6%
 
-0.2817440743 1 0.6%
 
-0.6698802786 1 0.6%
 
0.9654364357 1 0.6%
 
-0.1522202 1 0.6%
 
-0.07131855 1 0.6%
 
-0.4355092071 1 0.6%
 
-2.220368607 1 0.6%
 
-1.337183638 1 0.6%
 
0.4767583929 1 0.6%
 
Other values (88) 88 52.7%
 
(Missing) 69 41.3%
 
ValueCountFrequency (%) 
-2.994092271 1 0.6%
 
-2.533907407 1 0.6%
 
-2.457308771 1 0.6%
 
-2.28612785 1 0.6%
 
-2.220368607 1 0.6%
 
ValueCountFrequency (%) 
2.266083436 1 0.6%
 
2.146859286 1 0.6%
 
2.0449479 1 0.6%
 
1.823404936 1 0.6%
 
1.81066865 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count92
Unique (%)100.0%
Missing75
Missing (%)44.9%
Infinite0
Infinite (%)0.0%
Mean-0.07336502383307457
Minimum-4.049866175714286
Maximum2.6494915357142856
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.049866176
5-th percentile-2.027898494
Q1-0.6377076525
median0.03366217857
Q30.5199447214
95-th percentile2.118928491
Maximum2.649491536
Range6.699357711
Interquartile range (IQR)1.157652374

Descriptive statistics

Standard deviation1.19900651
Coefficient of variation (CV)-16.34302624
Kurtosis0.8323052711
Mean-0.07336502383
Median Absolute Deviation (MAD)0.8932686982
Skewness-0.2432105636
Sum-6.749582193
Variance1.437616611
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1595387143 1 0.6%
 
-2.058366993 1 0.6%
 
-1.225627029 1 0.6%
 
2.649491536 1 0.6%
 
0.29281435 1 0.6%
 
0.5247781071 1 0.6%
 
-1.257279929 1 0.6%
 
1.214916707 1 0.6%
 
0.7837135457 1 0.6%
 
2.452024136 1 0.6%
 
Other values (82) 82 49.1%
 
(Missing) 75 44.9%
 
ValueCountFrequency (%) 
-4.049866176 1 0.6%
 
-2.546723986 1 0.6%
 
-2.423461093 1 0.6%
 
-2.278591929 1 0.6%
 
-2.058366993 1 0.6%
 
ValueCountFrequency (%) 
2.649491536 1 0.6%
 
2.537475636 1 0.6%
 
2.452024136 1 0.6%
 
2.3785828 1 0.6%
 
2.136105171 1 0.6%
 

18
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count85
Unique (%)100.0%
Missing82
Missing (%)49.1%
Infinite0
Infinite (%)0.0%
Mean-0.04329001314789913
Minimum-3.1415921
Maximum3.599109007142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.1415921
5-th percentile-1.761297416
Q1-0.7608120714
median-0.08130628571
Q30.4317584429
95-th percentile2.201172529
Maximum3.599109007
Range6.740701107
Interquartile range (IQR)1.192570514

Descriptive statistics

Standard deviation1.215799015
Coefficient of variation (CV)-28.08497679
Kurtosis1.068191447
Mean-0.04329001315
Median Absolute Deviation (MAD)0.8693703543
Skewness0.4383477525
Sum-3.679651118
Variance1.478167244
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.08688814286 1 0.6%
 
0.6337449929 1 0.6%
 
0.3711470714 1 0.6%
 
-0.6122993786 1 0.6%
 
-1.582425136 1 0.6%
 
-0.2854522286 1 0.6%
 
0.2272064071 1 0.6%
 
-0.08130628571 1 0.6%
 
0.2155447657 1 0.6%
 
-0.9011855093 1 0.6%
 
Other values (75) 75 44.9%
 
(Missing) 82 49.1%
 
ValueCountFrequency (%) 
-3.1415921 1 0.6%
 
-2.37287922 1 0.6%
 
-2.235156343 1 0.6%
 
-2.229186771 1 0.6%
 
-1.782239357 1 0.6%
 
ValueCountFrequency (%) 
3.599109007 1 0.6%
 
3.141804714 1 0.6%
 
2.963761671 1 0.6%
 
2.555046143 1 0.6%
 
2.237459657 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count77
Unique (%)100.0%
Missing90
Missing (%)53.9%
Infinite0
Infinite (%)0.0%
Mean0.13220761537940628
Minimum-1.960689354357143
Maximum4.6665316
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.960689354
5-th percentile-1.638219066
Q1-0.2595400429
median0.02392342857
Q30.6740602771
95-th percentile1.874703973
Maximum4.6665316
Range6.627220954
Interquartile range (IQR)0.93360032

Descriptive statistics

Standard deviation1.128060701
Coefficient of variation (CV)8.532494119
Kurtosis2.820987183
Mean0.1322076154
Median Absolute Deviation (MAD)0.8017288655
Skewness0.925466727
Sum10.17998638
Variance1.272520945
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.7082676929 1 0.6%
 
0.2757565786 1 0.6%
 
-0.03017578571 1 0.6%
 
0.8949814214 1 0.6%
 
-0.1916758643 1 0.6%
 
0.05735305071 1 0.6%
 
2.022809864 1 0.6%
 
-1.6808365 1 0.6%
 
-1.022351821 1 0.6%
 
0.1141353143 1 0.6%
 
Other values (67) 67 40.1%
 
(Missing) 90 53.9%
 
ValueCountFrequency (%) 
-1.960689354 1 0.6%
 
-1.693375279 1 0.6%
 
-1.68831635 1 0.6%
 
-1.6808365 1 0.6%
 
-1.627564707 1 0.6%
 
ValueCountFrequency (%) 
4.6665316 1 0.6%
 
3.149183821 1 0.6%
 
2.395169886 1 0.6%
 
2.022809864 1 0.6%
 
1.837677501 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count66
Unique (%)100.0%
Missing101
Missing (%)60.5%
Infinite0
Infinite (%)0.0%
Mean0.2129169315378788
Minimum-3.757634857142856
Maximum4.530627685714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.757634857
5-th percentile-1.691053051
Q1-0.4323529344
median0.1472770153
Q30.8340103089
95-th percentile2.269668487
Maximum4.530627686
Range8.288262543
Interquartile range (IQR)1.266363243

Descriptive statistics

Standard deviation1.295414599
Coefficient of variation (CV)6.084131449
Kurtosis2.216295484
Mean0.2129169315
Median Absolute Deviation (MAD)0.9334836501
Skewness0.2060095887
Sum14.05251748
Variance1.678098984
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5224615071 1 0.6%
 
0.06668224 1 0.6%
 
1.619445886 1 0.6%
 
0.9162728786 1 0.6%
 
-0.4458718888 1 0.6%
 
0.5543113 1 0.6%
 
-1.3124925 1 0.6%
 
-0.1940537357 1 0.6%
 
-1.196817371 1 0.6%
 
-1.781760221 1 0.6%
 
Other values (56) 56 33.5%
 
(Missing) 101 60.5%
 
ValueCountFrequency (%) 
-3.757634857 1 0.6%
 
-2.64947115 1 0.6%
 
-1.781760221 1 0.6%
 
-1.732493171 1 0.6%
 
-1.566732691 1 0.6%
 
ValueCountFrequency (%) 
4.530627686 1 0.6%
 
3.039281707 1 0.6%
 
2.889774743 1 0.6%
 
2.28797445 1 0.6%
 
2.2147506 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count59
Unique (%)100.0%
Missing108
Missing (%)64.7%
Infinite0
Infinite (%)0.0%
Mean0.11919383819128329
Minimum-6.282474928571429
Maximum4.600095285714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-6.282474929
5-th percentile-1.821917739
Q1-0.5237689298
median0.07524498571
Q30.7234482429
95-th percentile2.362174246
Maximum4.600095286
Range10.88257021
Interquartile range (IQR)1.247217173

Descriptive statistics

Standard deviation1.609020699
Coefficient of variation (CV)13.49919361
Kurtosis5.034538282
Mean0.1191938382
Median Absolute Deviation (MAD)1.030273603
Skewness-0.3743459712
Sum7.032436453
Variance2.588947611
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.661746479 1 0.6%
 
0.6141506643 1 0.6%
 
0.5318247286 1 0.6%
 
-0.034974 1 0.6%
 
0.8620184071 1 0.6%
 
0.5788053571 1 0.6%
 
-0.1785703 1 0.6%
 
1.180707902 1 0.6%
 
4.553241899 1 0.6%
 
-0.313101665 1 0.6%
 
Other values (49) 49 29.3%
 
(Missing) 108 64.7%
 
ValueCountFrequency (%) 
-6.282474929 1 0.6%
 
-3.104904 1 0.6%
 
-2.542943829 1 0.6%
 
-1.741803729 1 0.6%
 
-1.661746479 1 0.6%
 
ValueCountFrequency (%) 
4.600095286 1 0.6%
 
4.553241899 1 0.6%
 
3.684740864 1 0.6%
 
2.2152224 1 0.6%
 
2.150020143 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count51
Unique (%)100.0%
Missing116
Missing (%)69.5%
Infinite0
Infinite (%)0.0%
Mean0.27150617811764705
Minimum-3.1379257285714286
Maximum5.5158316
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.137925729
5-th percentile-2.24497603
Q1-0.4020491893
median0.1365045143
Q30.5899391823
95-th percentile3.811820939
Maximum5.5158316
Range8.653757329
Interquartile range (IQR)0.9919883716

Descriptive statistics

Standard deviation1.674813032
Coefficient of variation (CV)6.168600078
Kurtosis2.78684946
Mean0.2715061781
Median Absolute Deviation (MAD)1.092041497
Skewness1.130592988
Sum13.84681508
Variance2.804998691
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1691004286 1 0.6%
 
0.4676252786 1 0.6%
 
0.2373729 1 0.6%
 
0.03275076429 1 0.6%
 
5.182291857 1 0.6%
 
0.02928885 1 0.6%
 
0.6548665071 1 0.6%
 
-1.579507714 1 0.6%
 
-0.6546659286 1 0.6%
 
-0.9338047786 1 0.6%
 
Other values (41) 41 24.6%
 
(Missing) 116 69.5%
 
ValueCountFrequency (%) 
-3.137925729 1 0.6%
 
-2.718574279 1 0.6%
 
-2.693881179 1 0.6%
 
-1.796070882 1 0.6%
 
-1.579507714 1 0.6%
 
ValueCountFrequency (%) 
5.5158316 1 0.6%
 
5.182291857 1 0.6%
 
4.468908571 1 0.6%
 
3.154733307 1 0.6%
 
2.045913579 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count48
Unique (%)100.0%
Missing119
Missing (%)71.3%
Infinite0
Infinite (%)0.0%
Mean0.40339345263095244
Minimum-2.2808833714285712
Maximum5.690025785714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.280883371
5-th percentile-1.265423793
Q1-0.4139560321
median0.1370766071
Q30.9844662321
95-th percentile2.776551043
Maximum5.690025786
Range7.970909157
Interquartile range (IQR)1.398422264

Descriptive statistics

Standard deviation1.492665102
Coefficient of variation (CV)3.70027102
Kurtosis3.289832521
Mean0.4033934526
Median Absolute Deviation (MAD)1.058523445
Skewness1.454011901
Sum19.36288573
Variance2.228049108
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.071215857 1 0.6%
 
0.1057871286 1 0.6%
 
0.2049703857 1 0.6%
 
-0.04759411429 1 0.6%
 
1.0638645 1 0.6%
 
0.2662459357 1 0.6%
 
2.110345429 1 0.6%
 
2.238729986 1 0.6%
 
0.6742337071 1 0.6%
 
0.2025659 1 0.6%
 
Other values (38) 38 22.8%
 
(Missing) 119 71.3%
 
ValueCountFrequency (%) 
-2.280883371 1 0.6%
 
-1.716263561 1 0.6%
 
-1.335733886 1 0.6%
 
-1.134847907 1 0.6%
 
-1.133501793 1 0.6%
 
ValueCountFrequency (%) 
5.690025786 1 0.6%
 
4.718896707 1 0.6%
 
2.968086143 1 0.6%
 
2.420843 1 0.6%
 
2.268899693 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count38
Unique (%)100.0%
Missing129
Missing (%)77.2%
Infinite0
Infinite (%)0.0%
Mean0.15940682146052634
Minimum-2.219219971428571
Maximum5.058503857142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.219219971
5-th percentile-1.412628914
Q1-0.6154676
median0.01600951
Q30.5960927473
95-th percentile2.405999879
Maximum5.058503857
Range7.277723829
Interquartile range (IQR)1.211560347

Descriptive statistics

Standard deviation1.27628315
Coefficient of variation (CV)8.006452537
Kurtosis5.147088008
Mean0.1594068215
Median Absolute Deviation (MAD)0.8584642752
Skewness1.622290101
Sum6.057459216
Variance1.628898679
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.252365993 1 0.6%
 
0.8429296714 1 0.6%
 
0.5239654286 1 0.6%
 
1.1849953 1 0.6%
 
-0.1015695457 1 0.6%
 
-0.1878876786 1 0.6%
 
-0.9380389286 1 0.6%
 
0.596246725 1 0.6%
 
0.1215820707 1 0.6%
 
0.04291082 1 0.6%
 
Other values (28) 28 16.8%
 
(Missing) 129 77.2%
 
ValueCountFrequency (%) 
-2.219219971 1 0.6%
 
-1.466318029 1 0.6%
 
-1.403154364 1 0.6%
 
-1.105524086 1 0.6%
 
-0.9508697714 1 0.6%
 
ValueCountFrequency (%) 
5.058503857 1 0.6%
 
2.735985264 1 0.6%
 
2.347767164 1 0.6%
 
1.252365993 1 0.6%
 
1.1849953 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count35
Unique (%)100.0%
Missing132
Missing (%)79.0%
Infinite0
Infinite (%)0.0%
Mean0.2662644103265306
Minimum-2.332200707142857
Maximum4.581165357142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.332200707
5-th percentile-1.275047008
Q1-0.4498291607
median0.0038513
Q30.6095552536
95-th percentile2.754682391
Maximum4.581165357
Range6.913366064
Interquartile range (IQR)1.059384414

Descriptive statistics

Standard deviation1.28810692
Coefficient of variation (CV)4.83769843
Kurtosis3.181520499
Mean0.2662644103
Median Absolute Deviation (MAD)0.8819635072
Skewness1.291553046
Sum9.319254361
Variance1.659219437
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4189655786 1 0.6%
 
0.3712376357 1 0.6%
 
1.197219757 1 0.6%
 
-0.2389574357 1 0.6%
 
0.1864029293 1 0.6%
 
-0.4806927429 1 0.6%
 
-0.4862207486 1 0.6%
 
-1.612424343 1 0.6%
 
4.581165357 1 0.6%
 
0.2175407571 1 0.6%
 
Other values (25) 25 15.0%
 
(Missing) 132 79.0%
 
ValueCountFrequency (%) 
-2.332200707 1 0.6%
 
-1.612424343 1 0.6%
 
-1.130456721 1 0.6%
 
-0.8638638571 1 0.6%
 
-0.7213693214 1 0.6%
 
ValueCountFrequency (%) 
4.581165357 1 0.6%
 
2.875296286 1 0.6%
 
2.702990721 1 0.6%
 
2.062458772 1 0.6%
 
1.226357214 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count29
Unique (%)100.0%
Missing138
Missing (%)82.6%
Infinite0
Infinite (%)0.0%
Mean0.23710132716748772
Minimum-1.2584497142857143
Maximum3.719555500000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.258449714
5-th percentile-1.093702309
Q1-0.1318315
median0.09008187143
Q30.2862055
95-th percentile2.559009609
Maximum3.7195555
Range4.978005214
Interquartile range (IQR)0.418037

Descriptive statistics

Standard deviation1.109306131
Coefficient of variation (CV)4.678616289
Kurtosis4.333572306
Mean0.2371013272
Median Absolute Deviation (MAD)0.6981372576
Skewness1.821584583
Sum6.875938488
Variance1.230560093
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.05155334286 1 0.6%
 
0.6179497071 1 0.6%
 
-0.1535425714 1 0.6%
 
-0.5894777286 1 0.6%
 
-0.9726983286 1 0.6%
 
1.312832164 1 0.6%
 
0.05045420714 1 0.6%
 
-1.258449714 1 0.6%
 
3.389794571 1 0.6%
 
0.09768062143 1 0.6%
 
Other values (19) 19 11.4%
 
(Missing) 138 82.6%
 
ValueCountFrequency (%) 
-1.258449714 1 0.6%
 
-1.174371629 1 0.6%
 
-0.9726983286 1 0.6%
 
-0.9302794836 1 0.6%
 
-0.76608675 1 0.6%
 
ValueCountFrequency (%) 
3.7195555 1 0.6%
 
3.389794571 1 0.6%
 
1.312832164 1 0.6%
 
1.18661195 1 0.6%
 
0.9838409571 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count27
Unique (%)100.0%
Missing140
Missing (%)83.8%
Infinite0
Infinite (%)0.0%
Mean0.37454118680952386
Minimum-1.0008911428571428
Maximum2.929273778571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.000891143
5-th percentile-0.8437418214
Q1-0.1476073571
median0.1746442714
Q30.3346374429
95-th percentile2.478110137
Maximum2.929273779
Range3.930164921
Interquartile range (IQR)0.4822448

Descriptive statistics

Standard deviation0.9957840411
Coefficient of variation (CV)2.658677006
Kurtosis1.230804081
Mean0.3745411868
Median Absolute Deviation (MAD)0.714293419
Skewness1.265942141
Sum10.11261204
Variance0.9915858564
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7200970214 1 0.6%
 
0.1746442714 1 0.6%
 
1.922821907 1 0.6%
 
0.01889643214 1 0.6%
 
0.1837117143 1 0.6%
 
-0.2218797071 1 0.6%
 
0.01056632143 1 0.6%
 
0.05223055714 1 0.6%
 
1.075704136 1 0.6%
 
-0.1706341357 1 0.6%
 
Other values (17) 17 10.2%
 
(Missing) 140 83.8%
 
ValueCountFrequency (%) 
-1.000891143 1 0.6%
 
-0.89673245 1 0.6%
 
-0.7200970214 1 0.6%
 
-0.5639290797 1 0.6%
 
-0.2926556 1 0.6%
 
ValueCountFrequency (%) 
2.929273779 1 0.6%
 
2.716090807 1 0.6%
 
1.922821907 1 0.6%
 
1.864357279 1 0.6%
 
1.38196037 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count22
Unique (%)100.0%
Missing145
Missing (%)86.8%
Infinite0
Infinite (%)0.0%
Mean0.19668614652597405
Minimum-1.7941358714285711
Maximum2.646674128571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.794135871
5-th percentile-0.7712370521
Q1-0.3575212166
median0.04223348214
Q30.4656952682
95-th percentile2.168949705
Maximum2.646674129
Range4.44081
Interquartile range (IQR)0.8232164848

Descriptive statistics

Standard deviation0.9810254243
Coefficient of variation (CV)4.98777083
Kurtosis1.634214453
Mean0.1966861465
Median Absolute Deviation (MAD)0.6774628446
Skewness0.8482939425
Sum4.327095224
Variance0.9624108832
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.646674129 1 0.6%
 
-0.7154364 1 0.6%
 
0.4872605071 1 0.6%
 
0.3155710143 1 0.6%
 
-0.1073619714 1 0.6%
 
1.664250964 1 0.6%
 
-0.01237600714 1 0.6%
 
-0.5122396814 1 0.6%
 
0.5390209 1 0.6%
 
2.195512797 1 0.6%
 
Other values (12) 12 7.2%
 
(Missing) 145 86.8%
 
ValueCountFrequency (%) 
-1.794135871 1 0.6%
 
-0.7741739286 1 0.6%
 
-0.7154364 1 0.6%
 
-0.5541457329 1 0.6%
 
-0.5122396814 1 0.6%
 
ValueCountFrequency (%) 
2.646674129 1 0.6%
 
2.195512797 1 0.6%
 
1.664250964 1 0.6%
 
0.6090547929 1 0.6%
 
0.5390209 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count17
Unique (%)100.0%
Missing150
Missing (%)89.8%
Infinite0
Infinite (%)0.0%
Mean0.09705046239495795
Minimum-2.148691571428571
Maximum2.1162371078571427
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.148691571
5-th percentile-1.673688166
Q1-0.3146882429
median0.01285052929
Q30.6294817143
95-th percentile1.599600656
Maximum2.116237108
Range4.264928679
Interquartile range (IQR)0.9441699571

Descriptive statistics

Standard deviation1.045323454
Coefficient of variation (CV)10.77092709
Kurtosis0.5798427518
Mean0.09705046239
Median Absolute Deviation (MAD)0.7802534035
Skewness-0.2516876138
Sum1.649857861
Variance1.092701124
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4012895 1 0.6%
 
-0.6373410929 1 0.6%
 
-0.3146882429 1 0.6%
 
-0.660481805 1 0.6%
 
0.6294817143 1 0.6%
 
-1.554937314 1 0.6%
 
-0.2215000857 1 0.6%
 
1.470441543 1 0.6%
 
1.211676964 1 0.6%
 
0.01285052929 1 0.6%
 
Other values (7) 7 4.2%
 
(Missing) 150 89.8%
 
ValueCountFrequency (%) 
-2.148691571 1 0.6%
 
-1.554937314 1 0.6%
 
-0.660481805 1 0.6%
 
-0.6373410929 1 0.6%
 
-0.3146882429 1 0.6%
 
ValueCountFrequency (%) 
2.116237108 1 0.6%
 
1.470441543 1 0.6%
 
1.211676964 1 0.6%
 
0.67754455 1 0.6%
 
0.6294817143 1 0.6%
 

30
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count11
Unique (%)100.0%
Missing156
Missing (%)93.4%
Infinite0
Infinite (%)0.0%
Mean-0.13962653116883111
Minimum-1.6576747428571426
Maximum1.422356735714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.657674743
5-th percentile-1.424097907
Q1-0.5021265179
median-0.3836873
Q30.4437888893
95-th percentile1.153995586
Maximum1.422356736
Range3.080031479
Interquartile range (IQR)0.9459154071

Descriptive statistics

Standard deviation0.8969898682
Coefficient of variation (CV)-6.424207926
Kurtosis-0.2060033761
Mean-0.1396265312
Median Absolute Deviation (MAD)0.6943517712
Skewness0.1007363458
Sum-1.535891843
Variance0.8045908236
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2734216357 1 0.6%
 
-1.190521071 1 0.6%
 
-0.07476686429 1 0.6%
 
0.8856344357 1 0.6%
 
-0.3836873 1 0.6%
 
-0.4205577786 1 0.6%
 
-0.5321462 1 0.6%
 
-1.657674743 1 0.6%
 
-0.4721068357 1 0.6%
 
1.422356736 1 0.6%
 
(Missing) 156 93.4%
 
ValueCountFrequency (%) 
-1.657674743 1 0.6%
 
-1.190521071 1 0.6%
 
-0.5321462 1 0.6%
 
-0.4721068357 1 0.6%
 
-0.4205577786 1 0.6%
 
ValueCountFrequency (%) 
1.422356736 1 0.6%
 
0.8856344357 1 0.6%
 
0.6141561429 1 0.6%
 
0.2734216357 1 0.6%
 
-0.07476686429 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count10
Unique (%)100.0%
Missing157
Missing (%)94.0%
Infinite0
Infinite (%)0.0%
Mean0.00196195000000009
Minimum-1.134423785714286
Maximum1.014352792857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.134423786
5-th percentile-0.8219215043
Q1-0.3045761107
median-0.138236675
Q30.4644768964
95-th percentile0.8243475154
Maximum1.014352793
Range2.148776579
Interquartile range (IQR)0.7690530071

Descriptive statistics

Standard deviation0.6183656962
Coefficient of variation (CV)315.179131
Kurtosis0.097638845
Mean0.00196195
Median Absolute Deviation (MAD)0.4874644129
Skewness-0.1198521672
Sum0.0196195
Variance0.3823761342
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3218127429 1 0.6%
 
-0.2528662143 1 0.6%
 
1.014352793 1 0.6%
 
0.32909355 1 0.6%
 
0.5096046786 1 0.6%
 
-0.4399742714 1 0.6%
 
-0.2002434857 1 0.6%
 
-0.07622986429 1 0.6%
 
-1.134423786 1 0.6%
 
0.5921188429 1 0.6%
 
(Missing) 157 94.0%
 
ValueCountFrequency (%) 
-1.134423786 1 0.6%
 
-0.4399742714 1 0.6%
 
-0.3218127429 1 0.6%
 
-0.2528662143 1 0.6%
 
-0.2002434857 1 0.6%
 
ValueCountFrequency (%) 
1.014352793 1 0.6%
 
0.5921188429 1 0.6%
 
0.5096046786 1 0.6%
 
0.32909355 1 0.6%
 
-0.07622986429 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count9
Unique (%)100.0%
Missing158
Missing (%)94.6%
Infinite0
Infinite (%)0.0%
Mean0.06605612682539676
Minimum-0.9874522428571427
Maximum1.2340217428571427
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.9874522429
5-th percentile-0.7952902491
Q1-0.2833015857
median-0.05193621429
Q30.5258676
95-th percentile0.9608493171
Maximum1.234021743
Range2.221473986
Interquartile range (IQR)0.8091691857

Descriptive statistics

Standard deviation0.6555349858
Coefficient of variation (CV)9.923908913
Kurtosis0.2401099786
Mean0.06605612683
Median Absolute Deviation (MAD)0.5034241127
Skewness0.2289631999
Sum0.5945051414
Variance0.4297261176
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.05193621429 1 0.6%
 
0.5258676 1 0.6%
 
-0.2833015857 1 0.6%
 
0.2186529929 1 0.6%
 
-0.9874522429 1 0.6%
 
-0.5070472586 1 0.6%
 
-0.1053905714 1 0.6%
 
0.5510906786 1 0.6%
 
1.234021743 1 0.6%
 
(Missing) 158 94.6%
 
ValueCountFrequency (%) 
-0.9874522429 1 0.6%
 
-0.5070472586 1 0.6%
 
-0.2833015857 1 0.6%
 
-0.1053905714 1 0.6%
 
-0.05193621429 1 0.6%
 
ValueCountFrequency (%) 
1.234021743 1 0.6%
 
0.5510906786 1 0.6%
 
0.5258676 1 0.6%
 
0.2186529929 1 0.6%
 
-0.05193621429 1 0.6%
 

33
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count7
Unique (%)100.0%
Missing160
Missing (%)95.8%
Infinite0
Infinite (%)0.0%
Mean-0.14301393102040816
Minimum-1.4740453742857142
Maximum0.97314945
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.474045374
5-th percentile-1.319049379
Q1-0.6596971321
median-0.09027164286
Q30.4547321571
95-th percentile0.8917093007
Maximum0.97314945
Range2.447194824
Interquartile range (IQR)1.114429289

Descriptive statistics

Standard deviation0.8725426681
Coefficient of variation (CV)-6.101102612
Kurtosis-0.8452858092
Mean-0.143013931
Median Absolute Deviation (MAD)0.6755422416
Skewness-0.3063488719
Sum-1.001097517
Variance0.7613307077
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3620022071 1 0.6%
 
-0.09027164286 1 0.6%
 
-0.9573920571 1 0.6%
 
-1.474045374 1 0.6%
 
0.7016822857 1 0.6%
 
0.2077820286 1 0.6%
 
0.97314945 1 0.6%
 
(Missing) 160 95.8%
 
ValueCountFrequency (%) 
-1.474045374 1 0.6%
 
-0.9573920571 1 0.6%
 
-0.3620022071 1 0.6%
 
-0.09027164286 1 0.6%
 
0.2077820286 1 0.6%
 
ValueCountFrequency (%) 
0.97314945 1 0.6%
 
0.7016822857 1 0.6%
 
0.2077820286 1 0.6%
 
-0.09027164286 1 0.6%
 
-0.3620022071 1 0.6%
 

34
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count6
Unique (%)100.0%
Missing161
Missing (%)96.4%
Infinite0
Infinite (%)0.0%
Mean0.08718364690476188
Minimum-0.541273007142857
Maximum1.4311452285714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.5412730071
5-th percentile-0.4574524321
Q1-0.1934275661
median-0.1548958629
Q30.07324567393
95-th percentile1.110611945
Maximum1.431145229
Range1.972418236
Interquartile range (IQR)0.26667324

Descriptive statistics

Standard deviation0.6939986822
Coefficient of variation (CV)7.960193303
Kurtosis4.108677452
Mean0.0871836469
Median Absolute Deviation (MAD)0.4685966759
Skewness1.90809437
Sum0.5231018814
Variance0.4816341709
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1540535829 1 0.6%
 
-0.2059907071 1 0.6%
 
0.1490120929 1 0.6%
 
-0.5412730071 1 0.6%
 
1.431145229 1 0.6%
 
-0.1557381429 1 0.6%
 
(Missing) 161 96.4%
 
ValueCountFrequency (%) 
-0.5412730071 1 0.6%
 
-0.2059907071 1 0.6%
 
-0.1557381429 1 0.6%
 
-0.1540535829 1 0.6%
 
0.1490120929 1 0.6%
 
ValueCountFrequency (%) 
1.431145229 1 0.6%
 
0.1490120929 1 0.6%
 
-0.1540535829 1 0.6%
 
-0.1557381429 1 0.6%
 
-0.2059907071 1 0.6%
 

35
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count6
Unique (%)100.0%
Missing161
Missing (%)96.4%
Infinite0
Infinite (%)0.0%
Mean0.8536464577619047
Minimum-0.47120492857142854
Maximum2.3955753000000004
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.4712049286
5-th percentile-0.2844199687
Q10.2796650956
median0.3311095071
Q31.787356679
95-th percentile2.361520088
Maximum2.3955753
Range2.866780229
Interquartile range (IQR)1.507691583

Descriptive statistics

Standard deviation1.1825288
Coefficient of variation (CV)1.385267624
Kurtosis-1.630706981
Mean0.8536464578
Median Absolute Deviation (MAD)0.9825456115
Skewness0.6594703737
Sum5.121878747
Variance1.398374363
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.3955753 1 0.6%
 
0.2759349109 1 0.6%
 
0.29085565 1 0.6%
 
-0.4712049286 1 0.6%
 
0.3713633643 1 0.6%
 
2.25935445 1 0.6%
 
(Missing) 161 96.4%
 
ValueCountFrequency (%) 
-0.4712049286 1 0.6%
 
0.2759349109 1 0.6%
 
0.29085565 1 0.6%
 
0.3713633643 1 0.6%
 
2.25935445 1 0.6%
 
ValueCountFrequency (%) 
2.3955753 1 0.6%
 
2.25935445 1 0.6%
 
0.3713633643 1 0.6%
 
0.29085565 1 0.6%
 
0.2759349109 1 0.6%
 

36
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing163
Missing (%)97.6%
Memory size1.4 KiB
3.120150986
1
1.03971845
1
0.5776295286
1
0.9014044357
1
ValueCountFrequency (%) 
3.120150986 1 0.6%
 
1.03971845 1 0.6%
 
0.5776295286 1 0.6%
 
0.9014044357 1 0.6%
 
(Missing) 163 97.6%
 

Length

Max length18
Mean length3.305389222
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

37
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
0.5151765071
1
1.093007886
1
ValueCountFrequency (%) 
0.5151765071 1 0.6%
 
1.093007886 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length18
Mean length3.179640719
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

38
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
0.06298716429
 
1
0.6779588214
 
1
(Missing)
165
ValueCountFrequency (%) 
0.06298716429 1 0.6%
 
0.6779588214 1 0.6%
 
(Missing) 165 98.8%
 

39
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
-0.3271377286
1
0.1606284714
1
ValueCountFrequency (%) 
-0.3271377286 1 0.6%
 
0.1606284714 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length19
Mean length3.191616766
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

40
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
0.2496084643
1
-0.3057345643
1
ValueCountFrequency (%) 
0.2496084643 1 0.6%
 
-0.3057345643 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length19
Mean length3.185628743
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

41
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
1.485500371
1
-0.7215642786
1
ValueCountFrequency (%) 
1.485500371 1 0.6%
 
-0.7215642786 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length19
Mean length3.185628743
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

01234567891011121314151617181920212223242526272829303132333435363738394041
0-0.446009-0.471322-0.2966030.7039770.127039-0.895781-1.015929-0.685469-0.0146430.7627900.055051-0.794958-0.9652110.0802811.2290061.3602941.267494NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
10.2242180.4224221.1249500.469423-0.716241-1.842712-1.830905-1.373472-0.9779130.4200481.9789292.101251NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
20.090190-0.5775950.6011582.3280943.1613903.0540332.0044631.5608220.807679-0.619504-2.110459-2.398881-0.3574990.6008800.466426-0.522039-2.994092-4.049866-1.5824250.537229NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
30.8466760.9334970.880535-0.353761-0.1644530.5148930.577348-0.067460-1.354803-1.849538-2.214832-0.9202950.2366930.274923-0.455833-1.556174-1.460722-1.257280-0.901186-0.2595400.031217-0.155137-0.0089900.0994790.2036640.3712380.4969201.8643572.6466742.1162370.885634NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
40.1404660.4890471.3076280.433446-0.767080-0.574607-0.210959-0.342386-0.216107-0.311756-0.4911470.543468NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5-0.758133-0.559728-0.652349-0.2323400.6641860.5822850.5584800.7950890.4908500.4098770.028066-0.508147-0.344961-0.338266-0.164234-0.0517390.0706870.0024420.007917NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6-0.360297-0.546303-0.715490-0.789755-0.581374-0.3993330.0852530.4971890.3118180.4850080.440742-0.062039-0.278251-0.436570-0.508469-0.4592980.0270090.5247780.6337450.8023700.7974440.531825NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7-1.747068-1.324252-1.498227-0.780463-0.0369460.5285390.644867-0.204020-1.335040-0.6709730.4639831.1189241.5319102.0681061.9893050.5967330.542894-0.243650-0.0843310.7082680.459504-0.851397-1.796071-1.716264-1.403154-0.8638641.1866122.716091NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
8-1.0033231.0703331.0591530.201772-0.564690-1.953937-4.531409-0.1029951.6392401.6337291.3074171.244714NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
90.0704640.1439540.1494490.088700-0.014491-0.0755590.245660-0.151362-0.398144-0.463444-0.336422-0.0336210.081491-0.103654-0.0882760.084922-0.0713190.1151230.3547830.401751NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

01234567891011121314151617181920212223242526272829303132333435363738394041
157-1.603937-0.872068-1.013902-0.6550650.2795880.217170-0.0206381.8251263.0490742.7792271.234599-0.813965-1.012085-1.061810-1.855625-3.3988670.4711262.452024NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1580.5073670.1175230.074496-0.0671010.2675500.4606430.416071-0.018703-0.126574-0.588007-1.043263NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1590.100647-0.229493-0.336736-0.029890-0.123226-0.293528-0.498140-0.588421-0.3153270.2495250.5112540.6175210.041982-0.014253-0.0071210.4366880.4767580.246241-0.084350-0.160136NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1604.4334472.9881580.9652071.0320720.4377030.180460-0.762274-2.236285-2.417122-2.161350-1.795934-1.4266380.762555NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
161-2.630157-2.590491-2.1766051.0645563.5384534.1015223.4719821.270240-0.022814-0.4415300.1555252.0306902.7811992.4935180.432790-1.640130-2.162621-2.058367-1.599695-1.693375-1.781760-2.542944NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1620.6153310.0946900.1213140.2764570.244127-0.112389-0.267825-0.340455-0.631248NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1632.2609301.8366571.5972870.015691-0.4544780.1659340.0775992.4641763.1210062.7042120.766426-5.501779-6.212779-5.104331-2.0235740.9138111.8106691.249391-0.770801-1.460842-0.948819-0.3131020.4654751.2639911.0141961.063073NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
164-0.808550-0.539152-0.452866-0.888523-1.088396-0.661093-0.162456-0.275399-0.1422480.0230150.5085750.5362600.4090290.6670600.8863930.5536660.5760250.858687NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
165-0.669575-0.453423-0.632117-0.6132400.1332680.510214-0.223488-0.3119720.4363940.1612280.9713681.9159330.839167-0.478549-0.686722-0.692048-0.3357750.129351NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1663.4368111.355873-0.641888-0.106861-0.012985-0.372673-0.705974-0.483114-0.567095-1.105872-1.623261-1.812611-1.492610-0.9330841.4677732.8459412.2660830.267797-1.782239NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN